- Umehluko oyisisekelo phakathi kwe-LLM ejwayelekile kanye nomsizi wekhodi oqinile onamandla okuxhumana nohlelo lwefayela kanye ne-terminal.
- Ukuhlaziywa okuphelele kwamathuluzi ahamba phambili, kusukela ezinkethweni zezentengiselwano njengeGitHub Copilot kanye neGemini kuya ku-Open Source kanye nezinye izindlela ezizisingatha zona.
- Ukubaluleka kwezinqubo ze-MCP kanye nezindlela zokubuyisa umongo ukuze kufezwe ukuhlela amakhodi okunembile nokuphumelelayo.
- Izinhlelo zokusebenza ezahlukahlukene kusukela ekwakhiweni kokuhlolwa kanye nokulungiswa kabusha kuya ekuthuthukisweni kwezilimi ezindala.
Ngiyaqiniseka ukuthi sekwenzekile kuwe: unamathele esikrinini, ulwa nephutha elingenamsebenzi noma uzama ukubhala umsebenzi ophindaphindayo okukuhlanyisa. Yilapho abasizi bokuhlela abasebenzisa i-AI bengena khona . Bangamathuluzi athuthukile ahlanganisa ukufunda komshini nobuhlakani bokwenziwa ukuze kube lula kubathuthukisi, okusisiza ukuthi silungise ikhodi kanye nemigqa yokuqedela ngokuzenzakalelayo ngokuphazima kweso.
Kodwa qaphela ukuthi akuwona wonke umuntu oqonda into efanayo ngokuthi "umsizi." Abantu abaningi bacabanga ukuthi ukuvula ingxoxo yemodeli yolimi (i-LLM) kwanele, kodwa iqiniso liwukuthi i-LLM ecacile ifana nobuchopho obungenawo umzimba; ingakunika umbono, kodwa ayikwazi ukuvula amafayela, ukwenza imiyalo ku-terminal yakho , noma ukuphatha indawo yakho yokugcina. Umsizi weqiniso ungumkhiqizo ophelele osebenzisa lobo buchopho kodwa wengeza "izingalo nemilenze" ngokusebenzisa izixhumi ezithuthukisiwe kanye nemisebenzi yokusebenza.
Yini eyenza umsizi we-AI abe usizo ngempela?
Umehluko oyinhloko usekukwazini ukwenza izinto ngokuzenzakalela. Nakuba ingxoxo ebhalwe ngesandla idinga ukuthi ukopishe futhi unamathisele yonke ikhodi yakho (uhlangabezana nomongo omkhulu ngokushesha), abasizi banamuhla basebenzisa amapayipi okubuyisa idatha ukuze baqonde umongo wephrojekthi yakho ngaphandle kokukhungatheka. Ngaphezu kwalokho, ukusetshenziswa kwamaseva e-Model Context Protocol (MCP) , athuthukiswe ekuqaleni yi -Anthropic , kuvumela i-AI ukuxhumana ngqo nama-database, ama-API, namafayela endawo.
Lokhu kusho ukuthi, esikhundleni sokuthi i-AI iphinde ibhale lonke ifayela ukuze ishintshe ikhefana elilodwa, ingenza ukuhlela kwendawo nokunembile . Eziningi zalezi zinhlelo zihlanganiswa ngqo kuma-IDE adumile njenge -PyCharm noma i-Visual Studio Code , yize ezinye ziqhubeka phambili futhi zinikeza igobolondo lazo noma i-IDE ezimele enamathuluzi okulawula inguqulo eyakhelwe ngaphakathi kanye nokulungisa kabusha.
Uhlelo lwezinhlelo zokusebenza ezitholakalayo
Imakethe igcwele izinketho, futhi kuye ngokuthi ufunani, enye izoba ngcono kunenye. Uma ufuna okuthile okusekelwa yiziqhwaga, kukhona i-Gemini Code Assist yakwa-Google , enikeza inguqulo yamahhala eningi kakhulu enemikhawulo ephezulu yengxoxo kanye nokuqedela ngokuzenzakalela, noma i- GitHub Copilot yakudala , esebenza njengomhleli wohlelo lozakwethu, ephakamisa ikhodi njengoba ubhala.
- Amathuluzi okukhiqiza nokuqedela ngokuzenzakalela: Phuma Unjiniyela we-Amazon Q (ilungele izindawo ze-AWS), i-tabaneokuncike kakhulu kumongo kanye ne-syntax, kanye I-codeiumokuyindlela engcono kakhulu yamahhala. Siphinde sibe nayo I-JetBrains AI kuhlanganiswe kuma-IDE abo futhi Iziphakamiso Zekhodi ye-GitLab.
- Ama-ejenti azimele kanye nabashicileli abakhethekile: Nakhu bengena Isiqalekisi, umhleli ozalelwe uhlelo olune-AI, noma I-WindsurfingKulungiselelwe ukubambisana. Kukhona nama-ejenti ahlala kudivayisi yakho, njenge Ikhodi kaClaude noma uMsizi, ezisebenza ngqo nama-repository akho e-Git.
- Izindlela zomthombo ovulekile kanye nezindlela zomuntu siqu: Kulabo abangafuni ukuthembela efwini, kukhona I-FauxPilot, i-TabbyML kanye ne-Refact.ai, okukuvumela ukuthi ugcine ukulawula okuphelele kwedatha.
- Ochwepheshe bekhwalithi nokuhlola: Amathuluzi afana I-CodiumAI Bagxila ekukhiqizeni izivivinyo ezinengqondo, kuyilapho I-Pixee Ifuna amaphutha okuphepha ukuvula i-Pull Requests esevele ilungisiwe.
Izici ezithuthukisiwe: Ukulungisa kabusha kanye nokubhala amadokhumenti
Akukhona nje kuphela ukubhala ikhodi entsha; ingxenye enkulu yomsebenzi ukuhlanza lokho osekukhona kakade. Ngenxa yalokhu, kunezinkundla zokuhlaziya ezifana ne -Codiga noma i-DeepCode eziphakamisa ukuthuthukiswa kwesakhiwo. Kukhona ngisho namathuluzi akwazi ukwenza ikhodi endala ibe yesimanje , njenge-Amazon Q Developer, engasiza ekuthutheni izinhlelo zokusebenza kusuka ku-Java, .NET, noma i-COBOL ziye ezinguqulweni zamanje.
Ngakolunye uhlangothi, amadokhumenti avame ukuba yiphupho elibi kumhleli wezinhlelo. Amathuluzi afana ne -Autodoc asebenzisa ama-LLM ukukhiqiza amadokhumenti obuchwepheshe ngokuzenzakalelayo, kuyilapho i-Kiro igxile ekuthuthukisweni okusekelwe ezicacisweni okuzenzakalelayo le nqubo. Kukhona nezinsizakusebenza ezithile kakhulu, njenge-autocomplete.sh ye -Bash terminal noma ama-plugin e- Neovim kanye ne-Emacs , okubonisa ukuthi i-AI ifinyelele kuzo zonke izici zomsebenzi.
Ngaphandle kwekhodi: Amathuluzi ahambisanayo
I-ecosystem inwetshiwe ukuze ifake izinsiza ezithuthukisa usesho nokuphathwa. I-Phind iyinjini yokusesha eyenzelwe ngqo imibuzo yobuchwepheshe, kuyilapho i-Sourcegraph Cody isebenzisa yonke i-codebase yakho njengomongo ukunikeza izimpendulo ezinembile kakhulu. Kukhona ngisho namathuluzi angavamile afana no- Berry , aguqula okuthunyelwe ezinkundleni zokuxhumana kube izinhlelo zokusebenza zewebhu, noma i-CensusGPT yokubuza idatha yokubalwa kwabantu yase-US kusetshenziswa ulimi lwemvelo.
Ngamafuphi, sisuke ekuphakamisweni kombhalo olula saya kuma -ejenti azimele akwazi ukusebenzisa i-CLI , ukuphatha umjikelezo wokuphila kokuthuthukiswa kwesofthiwe (i-SDLC), kanye nokuxhumanisa imisebenzi eyinkimbinkimbi kumafayela amaningi ngenxa yezinjini ezifana ne -Plandex . Ukuhlanganisa amaseva okuthola afana ne -Roundtable kusenza sikwazi ukuhlanganisa abasizi abaningana esibonakalayo esisodwa, okwenza ukukhetha ithuluzi kuncike kakhulu ekusebenzeni komuntu siqu kunamakhono emodeli uqobo.
Ukuthuthuka kwalawa matheknoloji kushintshe ukuthuthukiswa kwesofthiwe, kusuka eziphakamisweni ezilula zokuqedela ngokuzenzakalela kuya ezindaweni zokuthuthukiswa kwama-ejenti eziphatha ubunzima bephrojekthi, zithuthukise ikhwalithi yekhodi, futhi zisuse imisebenzi yansuku zonke ekhathazayo kakhulu.
